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You searched for: mediatype:texts AND collection:theides AND subject:"Neural Network"
[texts]Estimation of Weekly Reference Evapotranspiration using Linear Regression and ANN Models - Ides Editor
The study investigates the applicability of linear regression and ANN models for estimating weekly reference evapotranspiration (ET0) at Tirupati, Nellore, Rajahmundry, Anakapalli and Rajendranagar regions of Andhra Pradesh. The climatic parameters influencing ET 0 were identified through multiple and partial correlation analysis. The sunshine, temperature, wind velocity and relative humidity mostly influenced the study area in the weekly ET0 estimation...
Keywords: Reference evapotranspiration; multiple linear regression; artificial neural network; performance evaluation
Downloads: 52
[texts]Optimally Learnt, Neural Network Based Autonomous Mobile Robot Navigation System
Neural network based systems have been used in past years for robot navigation applications because of their ability to learn human expertise and to utilize this knowledge to develop autonomous navigation strategies. In this paper, neural based systems are developed for mobile robot reactive navigation. The proposed systems transform sensors’ input to yield wheel velocities. Novel algorithm is proposed for optimal training of neural network...
Keywords: Mobile robot; Reactive navigation; Neural Network; Optimal learning; Supervised learning
Downloads: 31
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